Note : If you are facing any problems regarding the Virtualbox host Kernel,Please install the dependency package dkms

sudo apt-get install dkms

Method 2: Via deb fileIf you are not comfortable with the PPA for installing the Virtualbox ,then manually download the deb file and install it.Step 1: Download the deb files from here according to your distributionStep 2: Install the deb file